Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9355878 0.8953485 0.9946336 0.9524939
bt 0.7697262 0.9677393 0.7757473 0.4424781
maxnet 0.6312399 0.9680311 0.7613982 0.4174579
gam NA NA 0.7882229 NA
glm NA NA 0.7108675 NA

Variable Importance